AI Week in Review 26.01.17

Figure 1. Ralph Wiggum has recently been the talk of the AI coding developer community, as Vivek on X explains. The “Ralph loop” in Claude Code adds a “verify and try again” loop to agentic coding tasks. Many users found it remarkably useful for completing some agentic coding tasks, so the method has gone viral….

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Six Trends That Will Decide Who Wins the Next Decade

Artificial intelligence (AI) is advancing faster than the network that powers it. As Microsoft CEO, Satya Nadella recently warnedthe real limit of AI isn’t the chips… it’s the electricity. Energy has become the main bottleneck in AI, pushing tech giants to create their own energy source and reboot all available energy sources. Whoever gains this…

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Shield AI Signs Contract with Taiwan’s National Chung-Shan Institute of Science and Technology to Accelerate and Indigenize Taiwan-Developed AI Pilots

TAIPEI, February 11, 2026 /PRNewswire/ — Shield AI today announced that it has signed a contract with Taiwan’s National Chung-Shan Institute of Science and Technology (NCSIST) to advance the development, demonstration and deployment of AI-driven unmanned systems. The collaboration will integrate Shield AI’s Hivemind platform into NCSIST’s intelligent unmanned systems, supporting both software development and…

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Enterprises are turning to AI to solve their efficiency problems, but is just a short-term fix?

Michael Kitces and Ben Henry-Moreland ask whether these long-term problems require a solution other than AI? JANUARY 21, 2026 By Ben Henry-Moreland and Michael Kitces As companies grow and merge over time, they accumulate technical debt. Technologies, capabilities, and processes that in a perfect world would be retooled and improved every time the company grows…

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